Sentences with phrase «multilevel modeling enables»
Furthermore, multilevel modeling enables the influence of person - specific factors on outcome variables to be statistically controlled (DeLucia & Pitts, 2006).
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Perhaps the most enabling resource for the educational research community was Singer's (1998) article demonstrating how to implement multilevel (including growth) models using one of the most widely available general - purpose statistical packages.
In each multilevel model, we will allow the outcome to vary by geographic area (random intercept) and, in the all children model, the Aboriginal to non-Aboriginal ratio to vary (random slope), enabling us to identify areas that are performing better or worse in terms of early childhood developmental outcomes, and areas with greater or lesser inequality in these outcomes.
This multilevel AR model enables researchers to estimate the average inertia in the population and to use observed person - level variables as predictors for the inertias, to see which person characteristics are related to regulatory weakness.